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Health Risk Prediction on NHANES 2005–2006 (train)

0.6988Angina AUROC

StepFM

Updated 16d ago

Evaluation Results

Method	Links
StepFM 2026.07		0.6988	0.7345	0.7013	0.7628	0.7756	0.7418	0.7591	0.6218	0.6069	0.6761	0.6292	0.7031	0.6461	0.7026	0.6936	0.667	0.6602	0.593	0.6268	0.6842
SSCP 2026.07		0.6759	0.7078	0.6773	0.7128	0.7165	0.6474	0.634	0.5681	0.5454	0.6137	0.628	0.4904	0.5271	0.632	0.6359	0.6852	0.5842	0.5549	0.5587	0.6208
NormWear 2026.07		0.6725	0.7121	0.6371	0.7586	0.7313	0.7188	0.7467	0.5981	0.569	0.633	0.6121	0.6978	0.624	0.6839	0.7016	0.7002	0.6327	0.5799	0.6057	0.664
TimeSiam 2026.07		0.6055	0.6747	0.6512	0.7201	0.6832	0.676	0.7594	0.5597	0.6039	0.6382	0.536	0.6755	0.5052	0.6838	0.7432	0.6729	0.6246	0.615	0.5758	0.6423
PAT 2026.07		0.5086	0.5433	0.5277	0.6368	0.7426	0.6066	0.6709	0.4815	0.4942	0.4941	0.5785	0.6719	0.5842	0.607	0.5141	0.5802	0.5129	0.5067	0.483	0.5655
Pulse-PPG 2026.07		0.4903	0.5451	0.4923	0.5943	0.5209	0.6085	0.6061	0.5385	0.52	0.5781	0.5148	0.6936	0.4889	0.5551	0.5931	0.6082	0.5932	0.5318	0.5559	0.5594